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Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
Published on: July 14, 2015
Entrenchment and contingency in neutral protein evolution with epistasis
Lisa Schmelkin1,2, Vincenzo Carnevale1,2,3, Allan Haldane3,4,5
1Institute for Genomics and Evolutionary Medicine, Temple University; Philadelphia, PA 19122, USA.
Protein evolution with epistasis shows surprising conservation of amino acid preferences, challenging the concept of entrenchment. This suggests neutral evolution models require refinement to accurately reflect protein sequence dynamics.
Area of Science:
- Evolutionary biology
- Molecular evolution
- Computational biology
Background:
- Epistasis, where gene interactions affect fitness, complicates protein sequence evolution.
- Entrenchment describes how amino acid sites become less tolerant to change over time, even with neutral substitutions.
- Existing models, like Potts Hamiltonian, often simulate non-neutral protein evolution despite aiming for neutral scenarios.
Purpose of the Study:
- To introduce and test a new model, Neutral-with-Epistasis (N×E), that integrates purifying selection into neutral evolution simulations.
- To investigate the phenomenon of entrenchment in protein evolution under simulated neutral conditions with epistasis.
- To clarify the drivers of molecular clock overdispersion and their relationship to epistasis and evolutionary processes.
Main Methods:
- Development of the Neutral-with-Epistasis (N×E) model incorporating purifying selection.
- Simulations of protein evolution using the N×E model to observe amino acid site dynamics.
- Analysis of molecular clock variation and its correlation with site-specific epistasis.
Main Results:
- The N×E model demonstrated a lack of entrenchment, with conserved site-specific amino acid preferences over biologically realistic timescales.
- Extensive residue coupling did not lead to the expected loss of site-specific preferences.
- Molecular clock overdispersion was attributed to site-specific rate variation driven by epistasis within lineages, not historical contingency.
Conclusions:
- Neutral evolution models need to incorporate purifying selection to accurately simulate protein sequence dynamics and avoid apparent entrenchment.
- Epistasis, when coupled with purifying selection, maintains site-specific amino acid preferences, challenging previous assumptions about entrenchment.
- The findings suggest that observed substitutional entrenchment and rate contingency may be indicators of non-neutral evolutionary forces, such as adaptation.
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